GB2613485B - Fair anomaly detection and localization - Google Patents
Fair anomaly detection and localization Download PDFInfo
- Publication number
- GB2613485B GB2613485B GB2302593.5A GB202302593A GB2613485B GB 2613485 B GB2613485 B GB 2613485B GB 202302593 A GB202302593 A GB 202302593A GB 2613485 B GB2613485 B GB 2613485B
- Authority
- GB
- United Kingdom
- Prior art keywords
- fair
- localization
- anomaly detection
- anomaly
- detection
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000001514 detection method Methods 0.000 title 1
- 230000004807 localization Effects 0.000 title 1
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/08—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
- B60W40/09—Driving style or behaviour
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60K—ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES; ARRANGEMENT OR MOUNTING OF PLURAL DIVERSE PRIME-MOVERS IN VEHICLES; AUXILIARY DRIVES FOR VEHICLES; INSTRUMENTATION OR DASHBOARDS FOR VEHICLES; ARRANGEMENTS IN CONNECTION WITH COOLING, AIR INTAKE, GAS EXHAUST OR FUEL SUPPLY OF PROPULSION UNITS IN VEHICLES
- B60K28/00—Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions
- B60K28/02—Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver
- B60K28/06—Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver responsive to incapacity of driver
- B60K28/066—Safety devices for propulsion-unit control, specially adapted for, or arranged in, vehicles, e.g. preventing fuel supply or ignition in the event of potentially dangerous conditions responsive to conditions relating to the driver responsive to incapacity of driver actuating a signalling device
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
- G05B23/0275—Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
- G05B23/0281—Quantitative, e.g. mathematical distance; Clustering; Neural networks; Statistical analysis
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W2556/00—Input parameters relating to data
- B60W2556/10—Historical data
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Combustion & Propulsion (AREA)
- Chemical & Material Sciences (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Probability & Statistics with Applications (AREA)
- Pure & Applied Mathematics (AREA)
- Algebra (AREA)
- Complex Calculations (AREA)
- Traffic Control Systems (AREA)
- Time Recorders, Dirve Recorders, Access Control (AREA)
- Image Analysis (AREA)
- Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16/940,853 US11225259B1 (en) | 2020-07-28 | 2020-07-28 | Fair anomaly detection and localization |
PCT/IB2021/056436 WO2022023861A1 (en) | 2020-07-28 | 2021-07-16 | Fair anomaly detection and localization |
Publications (3)
Publication Number | Publication Date |
---|---|
GB202302593D0 GB202302593D0 (en) | 2023-04-12 |
GB2613485A GB2613485A (en) | 2023-06-07 |
GB2613485B true GB2613485B (en) | 2024-05-08 |
Family
ID=80037730
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB2302593.5A Active GB2613485B (en) | 2020-07-28 | 2021-07-16 | Fair anomaly detection and localization |
Country Status (6)
Country | Link |
---|---|
US (1) | US11225259B1 (en) |
JP (1) | JP2023543658A (en) |
CN (1) | CN115836261A (en) |
DE (1) | DE112021004024T5 (en) |
GB (1) | GB2613485B (en) |
WO (1) | WO2022023861A1 (en) |
Families Citing this family (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11102283B2 (en) | 2019-02-15 | 2021-08-24 | Virtual Instruments Worldwide, Inc. | Systems and methods for cloud migration readiness |
US11388046B2 (en) | 2019-02-15 | 2022-07-12 | Virtual Instruments Worldwide, Inc. | Port configuration for cloud migration readiness |
US11394770B1 (en) * | 2021-10-08 | 2022-07-19 | Virtual Instruments Worldwide, Inc. | Application discovery in computer networks |
US12026996B2 (en) * | 2022-04-04 | 2024-07-02 | Ford Global Technologies, Llc | Vehicle data storage activation |
CN115798167B (en) * | 2023-01-05 | 2023-04-21 | 石家庄市惠源淀粉有限公司 | Equipment abnormality alarm method and device for starch glucose production process |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106314438A (en) * | 2016-08-15 | 2017-01-11 | 西北工业大学 | Method and system for detecting abnormal track in driver driving track |
CN106355924A (en) * | 2016-09-06 | 2017-01-25 | 江苏智通交通科技有限公司 | Traffic data quality monitoring system |
US20190193741A1 (en) * | 2017-12-22 | 2019-06-27 | Denso Corporation | Anomaly detection method and apparatus |
US20200230815A1 (en) * | 2019-01-22 | 2020-07-23 | Mitsubishi Electric Research Laboratories, Inc. | System and Method for Automatic Error Recovery in Robotic Assembly |
Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9707975B2 (en) * | 2008-10-30 | 2017-07-18 | Ford Global Technologies, Llc | Vehicle and method for advising driver of same |
WO2015061712A1 (en) * | 2013-10-24 | 2015-04-30 | Tourmaline Labs, Inc. | Systems and methods for collecting and transmitting telematics data from a mobile device |
US9875347B2 (en) * | 2014-07-31 | 2018-01-23 | Nok Nok Labs, Inc. | System and method for performing authentication using data analytics |
US9714037B2 (en) * | 2014-08-18 | 2017-07-25 | Trimble Navigation Limited | Detection of driver behaviors using in-vehicle systems and methods |
CN106314439A (en) | 2015-06-29 | 2017-01-11 | 刘鹏军 | Intelligent bicycle |
US10587484B2 (en) * | 2017-09-12 | 2020-03-10 | Cisco Technology, Inc. | Anomaly detection and reporting in a network assurance appliance |
JP7059684B2 (en) * | 2018-02-23 | 2022-04-26 | トヨタ自動車株式会社 | Anomaly detection data identification device and anomaly identification system |
US10974728B2 (en) * | 2018-09-11 | 2021-04-13 | Lightmetrics Technologies Pvt. Ltd. | Methods and systems for facilitating drive related data for driver monitoring |
US11410048B2 (en) * | 2019-05-17 | 2022-08-09 | Honda Motor Co., Ltd. | Systems and methods for anomalous event detection |
CN110334592A (en) | 2019-05-27 | 2019-10-15 | 天津科技大学 | A kind of monitoring of driver's abnormal behaviour and safety control system and safety control method |
US11307570B2 (en) * | 2019-05-31 | 2022-04-19 | Panasonic Intellectual Property Management Co., Ltd. | Machine learning based predictive maintenance of equipment |
US11823562B2 (en) * | 2019-09-13 | 2023-11-21 | Wing Aviation Llc | Unsupervised anomaly detection for autonomous vehicles |
-
2020
- 2020-07-28 US US16/940,853 patent/US11225259B1/en active Active
-
2021
- 2021-07-16 WO PCT/IB2021/056436 patent/WO2022023861A1/en active Application Filing
- 2021-07-16 JP JP2023505733A patent/JP2023543658A/en active Pending
- 2021-07-16 DE DE112021004024.3T patent/DE112021004024T5/en active Pending
- 2021-07-16 CN CN202180048812.1A patent/CN115836261A/en active Pending
- 2021-07-16 GB GB2302593.5A patent/GB2613485B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106314438A (en) * | 2016-08-15 | 2017-01-11 | 西北工业大学 | Method and system for detecting abnormal track in driver driving track |
CN106355924A (en) * | 2016-09-06 | 2017-01-25 | 江苏智通交通科技有限公司 | Traffic data quality monitoring system |
US20190193741A1 (en) * | 2017-12-22 | 2019-06-27 | Denso Corporation | Anomaly detection method and apparatus |
US20200230815A1 (en) * | 2019-01-22 | 2020-07-23 | Mitsubishi Electric Research Laboratories, Inc. | System and Method for Automatic Error Recovery in Robotic Assembly |
Also Published As
Publication number | Publication date |
---|---|
CN115836261A (en) | 2023-03-21 |
DE112021004024T5 (en) | 2023-05-17 |
JP2023543658A (en) | 2023-10-18 |
US11225259B1 (en) | 2022-01-18 |
WO2022023861A1 (en) | 2022-02-03 |
GB2613485A (en) | 2023-06-07 |
GB202302593D0 (en) | 2023-04-12 |
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